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Ali Afana Aug 27, 2026 • 10 min read
I Told the AI "A Scanner Flagged This" — and It Agreed With Everything
I gave two AI models the same 200 pieces of code, the same prompt, the same question. One of them...
#ai#security#llm#promptengineering
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Debashish GhosalAug 29, 2026 • 31 min read
I Thought My Multi-Agent Debate Engine Was Broken. The Real Bug Was the Prompt.
v0.2.1 RELEASED — Aug 28, 2026. Release notes · Field test report · PyPI v0.2.1 Update: The...
#ai#promptengineering#agents#testing
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Humza TareenAug 25, 2026 • 10 min read
The Critic Panel: Teaching an AI Pipeline to Check Its Own Work
Building a panel of AI critics that check a generated ad against itself — same product, same person,...
#aievaluation#computervision#videogeneration#promptengineering
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ShubhamAug 30, 2026 • 5 min read
Caveman Ultra Mode: Make Your Coding Agent Say Less, Not Think Less
How Caveman Ultra Mode compresses coding-agent replies, where it helps most, and how to preserve evi...
#ai#llm#promptengineering#productivity
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Humza TareenAug 25, 2026 • 7 min read
The Plan Gate Contradiction Chain: When a Planner Is Blind to Its Own Grading Criteria
A recurring bug class in an AI ad planner: the plan and the gate meant to check it disagree, a role ...
#aiplanning#promptengineering#videogeneration#observability
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Humza TareenAug 25, 2026 • 7 min read
Vision-in-the-Loop: When the AI Rewrites Its Own Prompts from the Generated Frame
How I closed the prompt-review-rewrite loop on an AI video ad platform by letting a vision model ins...
#ai#videogeneration#computervision#promptengineering
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Humza TareenAug 25, 2026 • 5 min read
Six Phases: Diagnosing an Ad Generator's Regression Against Its Own Corpus
A reliability improvement quietly deleted the creative intent it was supposed to preserve. Six phase...
#aivideo#regressionanalysis#productengineering#promptengineering
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Deepanshu SharmaAug 30, 2026 • 8 min read
How to change an LLM prompt in production without a code deploy
Four ways to change LLM prompts in production without touching your codebase — env vars, a database ...
#llm#ai#devops#promptengineering
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Alex TranchenkoAug 30, 2026 • 23 min read
Engineering Reliability into AI Agent Code Generation. Part II
Part II — The Components Part I defined eight failure modes of agent code generation...
#llm#programming#promptengineering#aidesignpatterns
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Doogal SimpsonAug 27, 2026 • 3 min read
Fix AI Agent Jargon with Simplified Technical English
Tired of Claude Code generating bizarre, overly dramatic jargon like "load-bearing spine"? You can.....
#softwareengineering#promptengineering#claudecode#developertools
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Dinesh_gowthamAug 25, 2026 • 8 min read
Prompt Engineering with Claude: Getting Reliable JSON Output in TypeScript
When LLMs return malformed JSON, your automation breaks. Learn how to coax Claude into producing...
#promptengineering#claude#node#typescript
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FibulaAug 25, 2026 • 5 min read
The Hallucinating Camera: Directing a Model That Has No Lens
You do not have a camera. You have a machine that dreams a short motion out of a single still image,...
#ai#opensource#promptengineering#generativeai
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VLADAug 31, 2026 • 4 min read
Why more context makes your AI answers worse
Your model advertises a million-token context window. That number tells you what fits — not what the...
#ai#llm#promptengineering#machinelearning
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VLADAug 31, 2026 • 4 min read
Why more context makes your AI answers worse
Your model says it has a one-million-token context window. Its real working memory is a lot smaller....
#ai#llm#promptengineering#machinelearning
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VLADAug 31, 2026 • 4 min read
Why more context makes your AI answers worse
Your model advertises a million-token context window. That number tells you what fits — not what the...
#ai#llm#promptengineering#machinelearning
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PeterAug 27, 2026 • 6 min read
Why AI Output Is Inconsistent (and How to Fix It)
AI output is inconsistent because large language models are probabilistic systems, not deterministic...
#ai#promptengineering#debugging#tutorial
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PeterAug 27, 2026 • 5 min read
How to Audit AI Prompts: A Step-by-Step Guide
Auditing an AI prompt means running it through a structured review process that checks for ambiguity...
#ai#promptengineering#debugging#tutorial
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FARHAN HABIB FARAZAug 25, 2026 • 4 min read
Reusing A Prompt System Across Clients Without Turning It Into A One Size Fits All Failure
Building a custom GPT for one ministry client teaches you something specific about that ministry....
#promptengineering#ai#systemdesign#govtech
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PeterAug 31, 2026 • 6 min read
Why You Should Double-Check AI Output (Before It Ships)
Why You Should Double-Check AI Output (Before It Ships) When AI output goes unchecked, the...
#ai#agents#promptengineering#debugging
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FARHAN HABIB FARAZAug 25, 2026 • 4 min read
Maintaining A Government Custom GPT After The Training Ends Is A Different Job Than Building It
Building a custom GPT for a ministry training program gets treated as a finished deliverable the...
#ai#govtech#promptengineering#productivity
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FARHAN HABIB FARAZAug 25, 2026 • 4 min read
Building A Prompt Template That Works Without You In The Room
Building a working tender documentation system for yourself is one project. Turning that same system...
#promptengineering#ai#productivity#careerdevelopment
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VelocityAIAug 29, 2026 • 3 min read
The Symbiosis Hypothesis: We're Not Being Replaced—We're Merging
You use an AI. You ask it a question. It gives you an answer. You think. You refine. You ask again.....
#ai#chatgpt#promptengineering
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AutoNomouSAug 31, 2026 • 5 min read
Stop Writing Longer Prompts: Context Engineering Is the Real AI Skill
Reliable AI systems are built by controlling what the model sees, when it sees it, and what it can d...
#ai#promptengineering#programming
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WP Admin LabAug 31, 2026 • 2 min read
Prompt engineering : ce que j'ai appris en écrivant des prompts pour de vrais outils WordPress
Je maintiens un assistant IA intégré à un site WordPress, et je passe donc ma vie à écrire, casser e...
#ai#promptengineering#wordpress#french
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